Genomic prediction for crossbred performance using metafounders
EM van Grevenhof, J Vandenplas… - Journal of animal …, 2019 - academic.oup.com
Future genomic evaluation models to be used routinely in breeding programs for pigs and
poultry need to be able to optimally use information of crossbred (CB) animals to predict …
poultry need to be able to optimally use information of crossbred (CB) animals to predict …
Genomic evaluation for crossbred performance in a single-step approach with metafounders
ABSTRACT A single-step genomic BLUP method (ssGBLUP) has been successfully
developed and applied for purebred and crossbred performance in pigs. However, it …
developed and applied for purebred and crossbred performance in pigs. However, it …
[HTML][HTML] Using genomic selection to improve the accuracy of genomic prediction for multi-populations in pigs
C Yin, P Zhou, Y Wang, Z Yin, Y Liu - animal, 2024 - Elsevier
The size of the reference group is among the most critical determinants of genomic
estimated breeding values (GEBVs) accuracy. However, small-and medium-sized pig farms …
estimated breeding values (GEBVs) accuracy. However, small-and medium-sized pig farms …
Deregressed EBV as the response variable yield more reliable genomic predictions than traditional EBV in pure-bred pigs
T Ostersen, OF Christensen, M Henryon… - Genetics Selection …, 2011 - Springer
Background Genomic selection can be implemented by a multi-step procedure, which
requires a response variable and a statistical method. For pure-bred pigs, it was …
requires a response variable and a statistical method. For pure-bred pigs, it was …
Crossbreed evaluations in single-step genomic best linear unbiased predictor using adjusted realized relationship matrices
Combining purebreed and crossbreed information is beneficial for genetic evaluation of
some livestock species. Genetic evaluations can use relationships based on genomic …
some livestock species. Genetic evaluations can use relationships based on genomic …
[HTML][HTML] Metafounder approach for single-step genomic evaluations of Red Dairy cattle
AA Kudinov, EA Mäntysaari, GP Aamand, P Uimari… - Journal of dairy …, 2020 - Elsevier
Single-step genomic BLUP (ssGBLUP) is a powerful approach for breeding value prediction
in populations with a limited number of genotyped animals. However, conflicting genomic …
in populations with a limited number of genotyped animals. However, conflicting genomic …
Accuracy of predicted genomic breeding values in purebred and crossbred pigs
AM Hidalgo, JWM Bastiaansen… - G3: Genes …, 2015 - academic.oup.com
Genomic selection has been widely implemented in dairy cattle breeding when the aim is to
improve performance of purebred animals. In pigs, however, the final product is a crossbred …
improve performance of purebred animals. In pigs, however, the final product is a crossbred …
Accuracy of genomic prediction of purebreds for cross bred performance in pigs
AM Hidalgo, JWM Bastiaansen… - Journal of Animal …, 2016 - Wiley Online Library
In pig breeding, as the final product is a cross bred (CB) animal, the goal is to increase the
CB performance. This goal requires different strategies for the implementation of genomic …
CB performance. This goal requires different strategies for the implementation of genomic …
Effect of selection and selective genotyping for creation of reference on bias and accuracy of genomic prediction
Reference populations for genomic selection usually involve selected individuals, which
may result in biased prediction of estimated genomic breeding values (GEBV). In a …
may result in biased prediction of estimated genomic breeding values (GEBV). In a …
A breed-of-origin of alleles model that includes crossbred data improves predictive ability for crossbred animals in a multi-breed population
A Guillenea, MS Lund, R Evans, V Boerner… - Genetics Selection …, 2023 - Springer
Background Recently, crossbred animals have begun to be used as parents in the next
generations of dairy and beef cattle systems, which has increased the interest in predicting …
generations of dairy and beef cattle systems, which has increased the interest in predicting …